Abstract: A device may receive historical project data identifying experiences and/or work product from previous projects and client data identifying a client with a problem, and may process the historical project data and the client data, with machine learning models, to generate recommendations for the problem and confidence scores for the recommendations. The device may process the recommendations and the confidence scores, with an NLG model, to generate a solution to the problem and content for the solution, and may generate a digitized dynamic client solution to the problem based on the solution and the content. The device may provide the digitized dynamic client solution to a user device, and may receive feedback on the digitized dynamic client solution from the user device. The device may generate a final digitized dynamic client solution based on the feedback, and may perform actions based on the final digitized dynamic client solution.

Abstract: Garments and garment parts having soil and stain resistant and/or release properties, and methods for producing the same. An interlining of a garment is treated with a stain-resistant and/or stain-release coating and is located between two layers of the garment fabric. The interlining effectively repels soil and stains so that they are not trapped between the layers of the collar. The interlining also allows any soil and stains that do get absorbed by the interlining to be easily released when the garment is washed, thereby preventing “ring around the collar” (as well as stains in other areas) from forming on the garment.